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Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
1,0.7206992680827776,0.7405736645062765,0.4791666666666667,0.5384615384615384,0.4090909090909091,0.4186046511627907,-0.05267829510341783,18,28,24,26,0.3333333333333333,0.8,0.0,0.0,-0.3567530340063379,0,8,2,14
2,0.6651491696635882,0.7063358624776205,0.6145833333333334,0.7115384615384616,0.5,0.5432098765432098,0.21656610401757703,22,37,15,22,0.5416666666666666,0.7,0.42857142857142855,0.5217391304347826,0.13093073414159542,6,7,3,8
3,0.7202940732240677,0.6812765995661417,0.5,0.5,0.5,0.4782608695652174,0.0,22,26,26,22,0.625,0.8,0.5,0.6086956521739131,0.30550504633038933,7,8,2,7
4,0.6804702455798785,0.6173391143480936,0.5729166666666666,0.5576923076923077,0.5909090909090909,0.5591397849462366,0.14811666946840937,26,29,23,18,0.6666666666666666,0.4,0.8571428571428571,0.75,0.29277002188455997,12,4,6,2
5,0.707537775238355,0.7035802801450094,0.46875,0.4807692307692308,0.45454545454545453,0.43956043956043955,-0.06447431494507232,20,25,27,24,0.4583333333333333,0.6,0.35714285714285715,0.43478260869565216,-0.04364357804719848,5,6,4,9
6,0.6957503035664558,0.7586091558138529,0.5208333333333334,0.5769230769230769,0.45454545454545453,0.46511627906976744,0.0316069770620507,20,30,22,24,0.375,0.8,0.07142857142857142,0.11764705882352941,-0.191662969499982,1,8,2,13
7,0.6898916140198708,0.860503762960434,0.5416666666666666,0.6346153846153846,0.4318181818181818,0.46341463414634143,0.06768770398883717,19,33,19,25,0.25,0.5,0.07142857142857142,0.1,-0.4879500364742666,1,5,5,13
8,0.6659378185868263,0.6571994225184122,0.59375,0.6730769230769231,0.5,0.5301204819277109,0.1755890562121574,22,35,17,22,0.6666666666666666,0.7,0.6428571428571429,0.6923076923076924,0.3380617018914066,9,7,3,5
9,0.6533353130022684,0.6898166835308075,0.59375,0.6346153846153846,0.5454545454545454,0.5517241379310344,0.1804251368525299,24,33,19,20,0.625,0.8,0.5,0.6086956521739131,0.30550504633038933,7,8,2,7
10,0.6491370213528475,0.6830175518989563,0.6354166666666666,0.6538461538461539,0.6136363636363636,0.6067415730337078,0.26707428054507854,27,34,18,17,0.5833333333333334,0.7,0.5,0.5833333333333334,0.2,7,7,3,7
11,0.6909515534838041,0.6910612434148788,0.5520833333333334,0.6153846153846154,0.4772727272727273,0.49411764705882355,0.09333286078177537,21,32,20,23,0.5416666666666666,0.3,0.7142857142857143,0.6451612903225806,0.015495032701332583,10,3,7,4
12,0.6978401665886244,0.7426166931788126,0.5416666666666666,0.6153846153846154,0.45454545454545453,0.47619047619047616,0.07067534927402196,20,32,20,24,0.4166666666666667,0.7,0.21428571428571427,0.3,-0.09759000729485331,3,7,3,11
13,0.6938353007038435,0.5826059232155482,0.5625,0.6730769230769231,0.4318181818181818,0.47500000000000003,0.1079583792718826,19,35,17,25,0.7083333333333334,0.9,0.5714285714285714,0.6956521739130435,0.4800793585191832,8,9,1,6
14,0.6452890249590079,0.5503785908222198,0.6354166666666666,0.6346153846153846,0.6363636363636364,0.6153846153846154,0.27009510314827595,28,33,19,16,0.7916666666666666,0.7,0.8571428571428571,0.8275862068965518,0.5673665146135802,12,7,3,2
15,0.6994854062795639,0.65418208638827,0.5729166666666666,0.6346153846153846,0.5,0.5176470588235295,0.13559679773956043,22,33,19,22,0.625,0.6,0.6428571428571429,0.6666666666666666,0.24029618753167464,9,6,4,5
16,0.6612698050836722,0.6492229551076889,0.6354166666666666,0.6730769230769231,0.5909090909090909,0.5977011494252873,0.2645067540265244,26,35,17,18,0.7083333333333334,1.0,0.5,0.6666666666666666,0.5423261445466404,7,10,0,7
17,0.6762139486769835,0.6852172116438547,0.5625,0.6923076923076923,0.4090909090909091,0.46153846153846156,0.1056390948950461,18,36,16,26,0.625,0.9,0.42857142857142855,0.5714285714285714,0.35638575213064944,6,9,1,8
18,0.6589904253681501,0.6770099401473999,0.6041666666666666,0.6730769230769231,0.5227272727272727,0.5476190476190476,0.1978909779672615,23,35,17,21,0.5833333333333334,0.9,0.35714285714285715,0.5,0.29277002188455997,5,9,1,9
19,0.6416409673790137,0.625729908545812,0.6458333333333334,0.6730769230769231,0.6136363636363636,0.6136363636363636,0.2867132867132867,27,35,17,17,0.6666666666666666,0.3,0.9285714285714286,0.7647058823529412,0.30237157840738177,13,3,7,1
20,0.6563071844478449,0.7136048475901285,0.59375,0.6730769230769231,0.5,0.5301204819277109,0.1755890562121574,22,35,17,22,0.5833333333333334,0.7,0.5,0.5833333333333334,0.2,7,7,3,7
21,0.6411486926178137,0.7294451196988424,0.6458333333333334,0.6923076923076923,0.5909090909090909,0.6046511627906977,0.2844627935584563,26,36,16,18,0.5416666666666666,0.5,0.5714285714285714,0.5925925925925927,0.07067534927402196,8,5,5,6
22,0.6222967530290285,0.6519178648789724,0.6666666666666666,0.6153846153846154,0.7272727272727273,0.6666666666666667,0.34265734265734266,32,32,20,12,0.6666666666666666,0.3,0.9285714285714286,0.7647058823529412,0.30237157840738177,13,3,7,1
23,0.6468983553349972,0.611856629451116,0.6458333333333334,0.6346153846153846,0.6590909090909091,0.6304347826086956,0.29268470350248177,29,33,19,15,0.625,0.4,0.7857142857142857,0.7096774193548386,0.20143542511732357,11,4,6,3
24,0.6785149723291397,0.658827155828476,0.5729166666666666,0.5769230769230769,0.5681818181818182,0.5494505494505494,0.14463157136327034,25,30,22,19,0.625,0.6,0.6428571428571429,0.6666666666666666,0.24029618753167464,9,6,4,5
25,0.6927102878689766,0.6617609560489655,0.5416666666666666,0.6346153846153846,0.4318181818181818,0.46341463414634143,0.06768770398883717,19,33,19,25,0.625,0.6,0.6428571428571429,0.6666666666666666,0.24029618753167464,9,6,4,5
26,0.6894632081190745,0.6842981974283854,0.53125,0.5384615384615384,0.5227272727272727,0.5054945054945055,0.060989216839933275,23,28,24,21,0.5833333333333334,0.6,0.5714285714285714,0.6153846153846153,0.1690308509457033,8,6,4,6
27,0.6222485105196635,0.7030226290225983,0.6666666666666666,0.6538461538461539,0.6818181818181818,0.6521739130434783,0.3344968040028363,30,34,18,14,0.5416666666666666,0.4,0.6428571428571429,0.6206896551724138,0.04364357804719848,9,4,6,5
28,0.6678889244794846,0.7101082801818848,0.5729166666666666,0.5576923076923077,0.5909090909090909,0.5591397849462366,0.14811666946840937,26,29,23,18,0.4583333333333333,0.4,0.5,0.5185185185185186,-0.09894548898363074,7,4,6,7
29,0.6297197788953781,0.5988588929176331,0.6458333333333334,0.6730769230769231,0.6136363636363636,0.6136363636363636,0.2867132867132867,27,35,17,17,0.75,0.5,0.9285714285714286,0.8125000000000001,0.4879500364742666,13,5,5,1
30,0.6067695282399654,0.626577670375506,0.7083333333333334,0.7115384615384616,0.7045454545454546,0.688888888888889,0.41499706028916283,31,37,15,13,0.5833333333333334,0.5,0.6428571428571429,0.6428571428571429,0.14285714285714285,9,5,5,5
31,0.6398894203205904,0.7053374350070953,0.6041666666666666,0.6538461538461539,0.5454545454545454,0.5581395348837208,0.20017752139298775,24,34,18,20,0.5416666666666666,0.4,0.6428571428571429,0.6206896551724138,0.04364357804719848,9,4,6,5
32,0.6085203737020493,0.7008142868677775,0.6666666666666666,0.7307692307692307,0.5909090909090909,0.6190476190476191,0.325106606660501,26,38,14,18,0.5,0.3,0.6428571428571429,0.6000000000000001,-0.05976143046671968,9,3,7,5
33,0.6544336676597595,0.6842699398597082,0.625,0.6538461538461539,0.5909090909090909,0.5909090909090909,0.24475524475524477,26,34,18,18,0.5416666666666666,0.5,0.5714285714285714,0.5925925925925927,0.07067534927402196,8,5,5,6
34,0.6063066869974136,0.9000003039836884,0.65625,0.6923076923076923,0.6136363636363636,0.6206896551724139,0.3065475626135217,27,36,16,17,0.2916666666666667,0.6,0.07142857142857142,0.10526315789473682,-0.3988705859810952,1,6,4,13
35,0.6100449512402216,0.6949254075686137,0.6666666666666666,0.6730769230769231,0.6590909090909091,0.6444444444444444,0.33130017418042407,29,35,17,15,0.5833333333333334,0.5,0.6428571428571429,0.6428571428571429,0.14285714285714285,9,5,5,5
36,0.5852194999655088,0.7263204455375671,0.71875,0.7692307692307693,0.6590909090909091,0.6823529411764706,0.43144435644405593,29,40,12,15,0.5,0.3,0.6428571428571429,0.6000000000000001,-0.05976143046671968,9,3,7,5
37,0.5819335430860519,0.6447642842928568,0.71875,0.75,0.6818181818181818,0.6896551724137931,0.4326699883745134,30,39,13,14,0.625,0.5,0.7142857142857143,0.689655172413793,0.21821789023599236,10,5,5,4
38,0.6314098425209522,0.5951286405324936,0.6354166666666666,0.6346153846153846,0.6363636363636364,0.6153846153846154,0.27009510314827595,28,33,19,16,0.6666666666666666,0.6,0.7142857142857143,0.7142857142857143,0.3142857142857143,10,6,4,4
39,0.6110480849941572,0.6620659530162811,0.6875,0.75,0.6136363636363636,0.6428571428571429,0.3675118162249142,27,39,13,17,0.5833333333333334,0.5,0.6428571428571429,0.6428571428571429,0.14285714285714285,9,5,5,5
40,0.6023316209514936,0.6294925908247629,0.6458333333333334,0.6730769230769231,0.6136363636363636,0.6136363636363636,0.2867132867132867,27,35,17,17,0.7083333333333334,0.7,0.7142857142857143,0.7407407407407408,0.40991702578932737,10,7,3,4
41,0.5362050943076611,0.5852086097002029,0.7708333333333334,0.8076923076923077,0.7272727272727273,0.7441860465116279,0.5373186100548619,32,42,10,12,0.6666666666666666,0.6,0.7142857142857143,0.7142857142857143,0.3142857142857143,10,6,4,4
42,0.5946398799618086,0.6362288097540537,0.6666666666666666,0.6730769230769231,0.6590909090909091,0.6444444444444444,0.33130017418042407,29,35,17,15,0.6666666666666666,0.9,0.5,0.6363636363636364,0.4183300132670378,7,9,1,7
43,0.5946488330761591,0.7228142569462458,0.7291666666666666,0.7692307692307693,0.6818181818181818,0.6976744186046512,0.4530333378893933,30,40,12,14,0.5,0.5,0.5,0.5384615384615384,0.0,7,5,5,7
44,0.5971528229614099,0.6973220109939575,0.6875,0.7115384615384616,0.6590909090909091,0.6590909090909091,0.3706293706293706,29,37,15,15,0.5416666666666666,0.8,0.35714285714285715,0.4761904761904762,0.1704453597146584,5,8,2,9
45,0.5599484778940678,0.6261128584543864,0.75,0.75,0.75,0.7333333333333332,0.49869394639790154,33,39,13,11,0.6666666666666666,0.6,0.7142857142857143,0.7142857142857143,0.3142857142857143,10,6,4,4
46,0.635054903725783,0.7289332449436188,0.6458333333333334,0.6346153846153846,0.6590909090909091,0.6304347826086956,0.29268470350248177,29,33,19,15,0.5416666666666666,1.0,0.21428571428571427,0.35294117647058826,0.31943828249996997,3,10,0,11
47,0.5880011096596718,0.6533667097489039,0.71875,0.75,0.6818181818181818,0.6896551724137931,0.4326699883745134,30,39,13,14,0.75,1.0,0.5714285714285714,0.7272727272727273,0.5976143046671968,8,10,0,6
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49,0.6177141430477301,0.654152845342954,0.6770833333333334,0.75,0.5909090909090909,0.6265060240963856,0.3458572319330373,26,39,13,18,0.625,0.9,0.42857142857142855,0.5714285714285714,0.35638575213064944,6,9,1,8
50,0.5538944664100806,0.6053726275761923,0.78125,0.8461538461538461,0.7045454545454546,0.746987951807229,0.5586924515841372,31,44,8,13,0.6666666666666666,0.9,0.5,0.6363636363636364,0.4183300132670378,7,9,1,7
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